Comparing Train and Test

Dataset statistics

	Train	Test
Number of variables	6	6
Number of observations	3685	6000
Missing cells	0	0
Missing cells (%)	0.0%	0.0%
Duplicate rows	0	0
Duplicate rows (%)	0.0%	0.0%
Total size in memory	172.9 KiB	281.4 KiB
Average record size in memory	48.0 B	48.0 B

Variable types

	Train	Test
Numeric	6	6

Alerts

Train	Test
`Adj_Close` is highly overall correlated with `Close` and 4 other fields	`Adj_Close` is highly overall correlated with `Close` and 4 other fields	High Correlation
`Close` is highly overall correlated with `Adj_Close` and 4 other fields	`Close` is highly overall correlated with `Adj_Close` and 4 other fields	High Correlation
`High` is highly overall correlated with `Adj_Close` and 4 other fields	`High` is highly overall correlated with `Adj_Close` and 4 other fields	High Correlation
`Low` is highly overall correlated with `Adj_Close` and 4 other fields	`Low` is highly overall correlated with `Adj_Close` and 4 other fields	High Correlation
`Open` is highly overall correlated with `Adj_Close` and 4 other fields	`Open` is highly overall correlated with `Adj_Close` and 4 other fields	High Correlation
`Volume` is highly overall correlated with `Adj_Close` and 4 other fields	`Volume` is highly overall correlated with `Adj_Close` and 4 other fields	High Correlation
Alert not present in this dataset	`Low` has unique values	Unique

Reproduction

	Train	Test
Analysis started	2024-06-26 15:39:25.682137	2024-06-26 15:39:33.488544
Analysis finished	2024-06-26 15:39:33.485555	2024-06-26 15:39:40.206817
Duration	7.8 seconds	6.72 seconds
Software version	ydata-profiling v4.8.3	ydata-profiling v4.8.3
Download configuration	config.json	config.json

Open
Real number (ℝ)

	Train	Test
Distinct	3572	5950
Distinct (%)	96.9%	99.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	453.22737	468.92089

	Train	Test
Minimum	49.274517	49.274517
Maximum	1271	1271
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	28.9 KiB	47.0 KiB

Quantile statistics

	Train	Test
Minimum	49.274517	49.274517
5-th percentile	113.89919	140.93804
Q1	233.24794	234.80712
median	306.94861	335.78412
Q3	621.21997	596.87826
95-th percentile	1097.07	1147.1864
Maximum	1271	1271
Range	1221.7255	1221.7255
Interquartile range (IQR)	387.97203	362.07114

Descriptive statistics

	Train	Test
Standard deviation	305.01869	308.7953
Coefficient of variation (CV)	0.67299266	0.65852324
Kurtosis	-0.16797911	0.13563926
Mean	453.22737	468.92089
Median Absolute Deviation (MAD)	132.92047	171.04331
Skewness	0.98090445	1.038903
Sum	1670142.9	2813525.3
Variance	93036.402	95354.538
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
980	4	0.1%
293.590485	4	0.1%
228.513733	3	0.1%
261.558807	3	0.1%
780	3	0.1%
279.680939	3	0.1%
305.512939	3	0.1%
289.616333	2	0.1%
1088	2	0.1%
298.334625	2	0.1%
Other values (3562)	3656	99.2%

Value	Count	Frequency (%)
1271	51	0.9%
751.2725966	1	< 0.1%
975.1939086	1	< 0.1%
540.2672509	1	< 0.1%
247.2255649	1	< 0.1%
128.9860582	1	< 0.1%
1086.657816	1	< 0.1%
197.23911	1	< 0.1%
205.1805933	1	< 0.1%
149.1562543	1	< 0.1%
Other values (5940)	5940	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49.274517	1	< 0.1%
49.676899	1	< 0.1%
50.04451	1	< 0.1%
50.14883	1	< 0.1%
50.178635	2	0.1%
50.471729	1	< 0.1%
50.819469	1	< 0.1%
50.933723	1	< 0.1%
51.018177	1	< 0.1%
52.135906	1	< 0.1%

Value	Count	Frequency (%)
49.274517	1	< 0.1%
51.34243656	1	< 0.1%
51.44532223	1	< 0.1%
52.05508998	1	< 0.1%
53.07126684	1	< 0.1%
55.0348228	1	< 0.1%
55.79117984	1	< 0.1%
56.5290987	1	< 0.1%
57.1548786	1	< 0.1%
57.40011113	1	< 0.1%

Value	Count	Frequency (%)
49.274517	1	< 0.1%
51.34243656	1	< 0.1%
51.44532223	1	< 0.1%
52.05508998	1	< 0.1%
53.07126684	1	< 0.1%
55.0348228	1	< 0.1%
55.79117984	1	< 0.1%
56.5290987	1	< 0.1%
57.1548786	1	< 0.1%
57.40011113	1	< 0.1%

Value	Count	Frequency (%)
49.274517	1	< 0.1%
49.676899	1	< 0.1%
50.04451	1	< 0.1%
50.14883	1	< 0.1%
50.178635	2	< 0.1%
50.471729	1	< 0.1%
50.819469	1	< 0.1%
50.933723	1	< 0.1%
51.018177	1	< 0.1%
52.135906	1	< 0.1%

High
Real number (ℝ)

	Train	Test
Distinct	3558	5978
Distinct (%)	96.6%	99.6%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	457.33135	474.0734

	Train	Test
Minimum	50.541279	51.772301
Maximum	1273.89	1273.89
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	28.9 KiB	47.0 KiB

Quantile statistics

	Train	Test
Minimum	50.541279	51.772301
5-th percentile	115.0974	157.25106
Q1	235.39896	233.92547
median	309.35297	341.5386
Q3	627.54999	577.6555
95-th percentile	1106.529	1159.47
Maximum	1273.89	1273.89
Range	1223.3487	1222.1177
Interquartile range (IQR)	392.15103	343.73004

Descriptive statistics

	Train	Test
Standard deviation	307.4493	314.93103
Coefficient of variation (CV)	0.67226815	0.66430858
Kurtosis	-0.15820497	0.15078599
Mean	457.33135	474.0734
Median Absolute Deviation (MAD)	132.48828	164.84166
Skewness	0.98572007	1.1053991
Sum	1685266	2844440.4
Variance	94525.073	99181.554
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
234.971741	3	0.1%
1200	3	0.1%
252.855423	3	0.1%
251.861877	3	0.1%
258.319885	3	0.1%
309.983856	3	0.1%
240.932968	3	0.1%
201.688217	3	0.1%
261.707855	3	0.1%
193.739914	3	0.1%
Other values (3548)	3655	99.2%

Value	Count	Frequency (%)
1273.890015	23	0.4%
588.817911	1	< 0.1%
836.676059	1	< 0.1%
1134.765424	1	< 0.1%
201.1162149	1	< 0.1%
1264.780816	1	< 0.1%
143.5473255	1	< 0.1%
262.894712	1	< 0.1%
236.4886646	1	< 0.1%
225.9955143	1	< 0.1%
Other values (5968)	5968	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50.541279	1	< 0.1%
50.670437	1	< 0.1%
50.85424	1	< 0.1%
51.023144	1	< 0.1%
51.152302	1	< 0.1%
51.18211	1	< 0.1%
51.519913	1	< 0.1%
51.693783	1	< 0.1%
52.40416	1	< 0.1%
52.935703	1	< 0.1%

Value	Count	Frequency (%)
51.77230066	1	< 0.1%
52.24955897	1	< 0.1%
53.6522599	1	< 0.1%
53.87885375	1	< 0.1%
57.90173509	1	< 0.1%
58.48716426	1	< 0.1%
58.63561408	1	< 0.1%
58.6420821	1	< 0.1%
58.95197197	1	< 0.1%
60.36271074	1	< 0.1%

Value	Count	Frequency (%)
51.77230066	1	< 0.1%
52.24955897	1	< 0.1%
53.6522599	1	< 0.1%
53.87885375	1	< 0.1%
57.90173509	1	< 0.1%
58.48716426	1	< 0.1%
58.63561408	1	< 0.1%
58.6420821	1	< 0.1%
58.95197197	1	< 0.1%
60.36271074	1	< 0.1%

Value	Count	Frequency (%)
50.541279	1	< 0.1%
50.670437	1	< 0.1%
50.85424	1	< 0.1%
51.023144	1	< 0.1%
51.152302	1	< 0.1%
51.18211	1	< 0.1%
51.519913	1	< 0.1%
51.693783	1	< 0.1%
52.40416	1	< 0.1%
52.935703	1	< 0.1%

Low
Real number (ℝ)

	Train	Test
Distinct	3586	6000
Distinct (%)	97.3%	100.0%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	448.81182	480.54177

	Train	Test
Minimum	47.669952	49.205056
Maximum	1249.02	1244.3373
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	28.9 KiB	47.0 KiB

Quantile statistics

	Train	Test
Minimum	47.669952	49.205056
5-th percentile	113.25538	138.42657
Q1	230.75417	240.60896
median	304.51443	350.93181
Q3	612.40002	596.87435
95-th percentile	1086.3216	1148.985
Maximum	1249.02	1244.3373
Range	1201.3501	1195.1322
Interquartile range (IQR)	381.64586	356.2654

Descriptive statistics

	Train	Test
Standard deviation	302.54917	315.06922
Coefficient of variation (CV)	0.67411141	0.65565417
Kurtosis	-0.1754453	-0.16536413
Mean	448.81182	480.54177
Median Absolute Deviation (MAD)	133.33777	176.87089
Skewness	0.97782058	0.96599609
Sum	1653871.5	2883250.6
Variance	91535.998	99268.612
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
287.132477	3	0.1%
237.703964	3	0.1%
257.82312	3	0.1%
253.352188	3	0.1%
541.07489	2	0.1%
149.924881	2	0.1%
372.700928	2	0.1%
293.193054	2	0.1%
300.048462	2	0.1%
262.045654	2	0.1%
Other values (3576)	3661	99.3%

Value	Count	Frequency (%)
1020.525608	1	< 0.1%
247.2428919	1	< 0.1%
1151.53746	1	< 0.1%
564.1636376	1	< 0.1%
198.4466715	1	< 0.1%
354.2736153	1	< 0.1%
227.3432494	1	< 0.1%
523.8975262	1	< 0.1%
293.7213668	1	< 0.1%
610.4043928	1	< 0.1%
Other values (5990)	5990	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
47.669952	1	< 0.1%
49.150326	1	< 0.1%
49.339096	1	< 0.1%
49.483158	1	< 0.1%
49.512966	1	< 0.1%
49.925285	2	0.1%
50.173668	1	< 0.1%
50.322701	1	< 0.1%
50.675404	1	< 0.1%
50.74992	1	< 0.1%

Value	Count	Frequency (%)
49.20505554	1	< 0.1%
49.70768714	1	< 0.1%
49.85203357	1	< 0.1%
50.47931017	1	< 0.1%
50.75373468	1	< 0.1%
51.39498513	1	< 0.1%
51.5652876	1	< 0.1%
53.39089999	1	< 0.1%
55.34687533	1	< 0.1%
55.488944	1	< 0.1%

Value	Count	Frequency (%)
49.20505554	1	< 0.1%
49.70768714	1	< 0.1%
49.85203357	1	< 0.1%
50.47931017	1	< 0.1%
50.75373468	1	< 0.1%
51.39498513	1	< 0.1%
51.5652876	1	< 0.1%
53.39089999	1	< 0.1%
55.34687533	1	< 0.1%
55.488944	1	< 0.1%

Value	Count	Frequency (%)
47.669952	1	< 0.1%
49.150326	1	< 0.1%
49.339096	1	< 0.1%
49.483158	1	< 0.1%
49.512966	1	< 0.1%
49.925285	2	< 0.1%
50.173668	1	< 0.1%
50.322701	1	< 0.1%
50.675404	1	< 0.1%
50.74992	1	< 0.1%

Close
Real number (ℝ)

	Train	Test
Distinct	3611	5984
Distinct (%)	98.0%	99.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	453.15492	458.87706

	Train	Test
Minimum	49.681866	50.208599
Maximum	1268.33	1268.33
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	28.9 KiB	47.0 KiB

Quantile statistics

	Train	Test
Minimum	49.681866	50.208599
5-th percentile	114.05916	145.77183
Q1	233.43672	238.73093
median	306.44189	338.52938
Q3	622.69	577.53793
95-th percentile	1096.282	1114.7359
Maximum	1268.33	1268.33
Range	1218.6481	1218.1214
Interquartile range (IQR)	389.25328	338.80701

Descriptive statistics

	Train	Test
Standard deviation	305.12944	292.62903
Coefficient of variation (CV)	0.67334464	0.63770681
Kurtosis	-0.1663882	0.31698397
Mean	453.15492	458.87706
Median Absolute Deviation (MAD)	133.24338	173.72002
Skewness	0.98198489	1.0791325
Sum	1669875.9	2753262.4
Variance	93103.974	85631.747
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
288.126007	3	0.1%
306.258087	3	0.1%
289.616333	3	0.1%
220.083572	2	0.1%
273.769409	2	0.1%
241.931473	2	0.1%
296.282959	2	0.1%
786.900024	2	0.1%
191.727997	2	0.1%
170.391769	2	0.1%
Other values (3601)	3662	99.4%

Value	Count	Frequency (%)
1268.329956	17	0.3%
1176.07947	1	< 0.1%
590.6741959	1	< 0.1%
287.4961389	1	< 0.1%
541.9153955	1	< 0.1%
764.7777522	1	< 0.1%
1129.829726	1	< 0.1%
539.1507705	1	< 0.1%
527.4054176	1	< 0.1%
261.924488	1	< 0.1%
Other values (5974)	5974	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49.681866	1	< 0.1%
49.80109	1	< 0.1%
49.845802	1	< 0.1%
50.427021	1	< 0.1%
50.461796	1	< 0.1%
50.675404	1	< 0.1%
50.819469	1	< 0.1%
50.824436	1	< 0.1%
50.85424	1	< 0.1%
52.096165	1	< 0.1%

Value	Count	Frequency (%)
50.20859926	1	< 0.1%
51.40266131	1	< 0.1%
52.75285735	1	< 0.1%
55.1556096	1	< 0.1%
58.43589652	1	< 0.1%
61.90018681	1	< 0.1%
64.56996195	1	< 0.1%
65.51767198	1	< 0.1%
66.10793205	1	< 0.1%
66.94779223	1	< 0.1%

Value	Count	Frequency (%)
50.20859926	1	< 0.1%
51.40266131	1	< 0.1%
52.75285735	1	< 0.1%
55.1556096	1	< 0.1%
58.43589652	1	< 0.1%
61.90018681	1	< 0.1%
64.56996195	1	< 0.1%
65.51767198	1	< 0.1%
66.10793205	1	< 0.1%
66.94779223	1	< 0.1%

Value	Count	Frequency (%)
49.681866	1	< 0.1%
49.80109	1	< 0.1%
49.845802	1	< 0.1%
50.427021	1	< 0.1%
50.461796	1	< 0.1%
50.675404	1	< 0.1%
50.819469	1	< 0.1%
50.824436	1	< 0.1%
50.85424	1	< 0.1%
52.096165	1	< 0.1%

Adj_Close
Real number (ℝ)

	Train	Test
Distinct	3611	5983
Distinct (%)	98.0%	99.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	453.15492	472.37242

	Train	Test
Minimum	49.681866	49.681866
Maximum	1268.33	1268.33
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	28.9 KiB	47.0 KiB

Quantile statistics

	Train	Test
Minimum	49.681866	49.681866
5-th percentile	114.05916	139.87663
Q1	233.43672	234.72919
median	306.44189	341.19866
Q3	622.69	581.06927
95-th percentile	1096.282	1126.0082
Maximum	1268.33	1268.33
Range	1218.6481	1218.6481
Interquartile range (IQR)	389.25328	346.34008

Descriptive statistics

	Train	Test
Standard deviation	305.12944	312.97386
Coefficient of variation (CV)	0.67334464	0.66255744
Kurtosis	-0.1663882	-0.089876472
Mean	453.15492	472.37242
Median Absolute Deviation (MAD)	133.24338	177.27028
Skewness	0.98198489	0.99972466
Sum	1669875.9	2834234.5
Variance	93103.974	97952.637
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
288.126007	3	0.1%
306.258087	3	0.1%
289.616333	3	0.1%
220.083572	2	0.1%
273.769409	2	0.1%
241.931473	2	0.1%
296.282959	2	0.1%
786.900024	2	0.1%
191.727997	2	0.1%
170.391769	2	0.1%
Other values (3601)	3662	99.4%

Value	Count	Frequency (%)
1268.329956	18	0.3%
526.1363072	1	< 0.1%
240.8659051	1	< 0.1%
405.9325905	1	< 0.1%
949.5457019	1	< 0.1%
973.8616363	1	< 0.1%
570.5161612	1	< 0.1%
524.7510312	1	< 0.1%
202.6933348	1	< 0.1%
226.8473937	1	< 0.1%
Other values (5973)	5973	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49.681866	1	< 0.1%
49.80109	1	< 0.1%
49.845802	1	< 0.1%
50.427021	1	< 0.1%
50.461796	1	< 0.1%
50.675404	1	< 0.1%
50.819469	1	< 0.1%
50.824436	1	< 0.1%
50.85424	1	< 0.1%
52.096165	1	< 0.1%

Value	Count	Frequency (%)
49.681866	1	< 0.1%
50.60709307	1	< 0.1%
51.09476939	1	< 0.1%
52.46077886	1	< 0.1%
54.87260769	1	< 0.1%
54.96956844	1	< 0.1%
55.07413087	1	< 0.1%
55.10250232	1	< 0.1%
55.69594076	1	< 0.1%
57.2914406	1	< 0.1%

Value	Count	Frequency (%)
49.681866	1	< 0.1%
50.60709307	1	< 0.1%
51.09476939	1	< 0.1%
52.46077886	1	< 0.1%
54.87260769	1	< 0.1%
54.96956844	1	< 0.1%
55.07413087	1	< 0.1%
55.10250232	1	< 0.1%
55.69594076	1	< 0.1%
57.2914406	1	< 0.1%

Value	Count	Frequency (%)
49.681866	1	< 0.1%
49.80109	1	< 0.1%
49.845802	1	< 0.1%
50.427021	1	< 0.1%
50.461796	1	< 0.1%
50.675404	1	< 0.1%
50.819469	1	< 0.1%
50.824436	1	< 0.1%
50.85424	1	< 0.1%
52.096165	1	< 0.1%

Volume
Real number (ℝ)

	Train	Test
Distinct	3614	5998
Distinct (%)	98.1%	> 99.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	7391935.8	7448476.5

	Train	Test
Minimum	7900	686774
Maximum	82768100	63251283
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	28.9 KiB	47.0 KiB

Quantile statistics

	Train	Test
Minimum	7900	686774
5-th percentile	1099220	1106933.9
Q1	1959200	1686190.5
median	4674500	4920069.5
Q3	9723900	11446293
95-th percentile	22580040	19646520
Maximum	82768100	63251283
Range	82760200	62564509
Interquartile range (IQR)	7764700	9760102.2

Descriptive statistics

	Train	Test
Standard deviation	8197565.1	6961497.1
Coefficient of variation (CV)	1.1089876	0.93462027
Kurtosis	14.351579	5.5148884
Mean	7391935.8	7448476.5
Median Absolute Deviation (MAD)	3064800	3558125.5
Skewness	3.0007997	1.8479681
Sum	2.7239283 × 10¹⁰	4.4690859 × 10¹⁰
Variance	6.7200074 × 10¹³	4.8462442 × 10¹³
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1389600	3	0.1%
1290800	3	0.1%
1173900	2	0.1%
1849800	2	0.1%
1372500	2	0.1%
9752900	2	0.1%
4261500	2	0.1%
15738400	2	0.1%
3506500	2	0.1%
1565900	2	0.1%
Other values (3604)	3663	99.4%

Value	Count	Frequency (%)
3831625	2	< 0.1%
1706126	2	< 0.1%
8765287	1	< 0.1%
1265115	1	< 0.1%
5113765	1	< 0.1%
5879836	1	< 0.1%
55990679	1	< 0.1%
6524930	1	< 0.1%
1639628	1	< 0.1%
7253916	1	< 0.1%
Other values (5988)	5988	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7900	1	< 0.1%
10800	1	< 0.1%
13100	1	< 0.1%
41300	1	< 0.1%
147500	1	< 0.1%
527200	1	< 0.1%
537000	1	< 0.1%
587400	1	< 0.1%
623400	1	< 0.1%
679000	1	< 0.1%

Value	Count	Frequency (%)
686774	1	< 0.1%
702316	1	< 0.1%
735526	1	< 0.1%
769299	1	< 0.1%
770286	1	< 0.1%
777232	1	< 0.1%
779882	1	< 0.1%
783803	1	< 0.1%
789712	1	< 0.1%
804488	1	< 0.1%

Value	Count	Frequency (%)
686774	1	< 0.1%
702316	1	< 0.1%
735526	1	< 0.1%
769299	1	< 0.1%
770286	1	< 0.1%
777232	1	< 0.1%
779882	1	< 0.1%
783803	1	< 0.1%
789712	1	< 0.1%
804488	1	< 0.1%

Value	Count	Frequency (%)
7900	1	< 0.1%
10800	1	< 0.1%
13100	1	< 0.1%
41300	1	< 0.1%
147500	1	< 0.1%
527200	1	< 0.1%
537000	1	< 0.1%
587400	1	< 0.1%
623400	1	< 0.1%
679000	1	< 0.1%

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Auto

Heatmap
Table

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Test

Train

	Adj_Close	Close	High	Low	Open	Volume
Adj_Close	1.000	1.000	1.000	1.000	1.000	-0.860
Close	1.000	1.000	1.000	1.000	1.000	-0.860
High	1.000	1.000	1.000	1.000	1.000	-0.857
Low	1.000	1.000	1.000	1.000	1.000	-0.862
Open	1.000	1.000	1.000	1.000	1.000	-0.859
Volume	-0.860	-0.860	-0.857	-0.862	-0.859	1.000

Test

	Adj_Close	Close	High	Low	Open	Volume
Adj_Close	1.000	0.668	0.660	0.669	0.675	-0.621
Close	0.668	1.000	0.671	0.669	0.673	-0.634
High	0.660	0.671	1.000	0.668	0.672	-0.629
Low	0.669	0.669	0.668	1.000	0.686	-0.637
Open	0.675	0.673	0.672	0.686	1.000	-0.639
Volume	-0.621	-0.634	-0.629	-0.637	-0.639	1.000

Count
Matrix

Train

A simple visualization of nullity by column.

Test

A simple visualization of nullity by column.

Train

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Test

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

Train

	Open	High	Low	Close	Adj_Close	Volume
0	49.676899	51.693783	47.669952	49.845802	49.845802	44994500
1	50.178635	54.187561	49.925285	53.805050	53.805050	23005800
2	55.017166	56.373344	54.172661	54.346527	54.346527	18393200
3	55.260582	55.439419	51.450363	52.096165	52.096165	15361800
4	52.140873	53.651051	51.604362	52.657513	52.657513	9257400
5	52.135906	53.626213	51.991844	53.606342	53.606342	7148200
6	53.700729	53.959049	52.503513	52.732029	52.732029	6258300
7	52.299839	52.404160	50.675404	50.675404	50.675404	5235700
8	50.819469	51.519913	50.749920	50.854240	50.854240	4954800
9	51.018177	51.152302	49.512966	49.801090	49.801090	9206800

Test

	Open	High	Low	Close	Adj_Close	Volume
0	751.272597	588.817911	1020.525608	1176.079470	1268.329956	1461343
1	1220.932023	1142.248973	976.645249	564.969605	780.042373	1573974
2	513.883402	606.970192	921.403243	553.662845	70.549628	4584897
3	307.542602	291.515053	291.841689	336.567462	300.043205	7598497
4	1240.821746	1272.938204	557.251988	603.210810	1163.998831	1309691
5	283.770548	244.996657	174.753140	327.637288	330.876022	5894606
6	722.473300	528.172557	142.294865	183.088905	93.956356	6143949
7	326.051359	330.868832	309.643267	334.982638	333.374500	8762774
8	207.402336	268.590509	285.047515	273.246719	208.574686	16440255
9	218.482585	170.288397	133.735418	319.084682	166.122976	10109980

Train

	Open	High	Low	Close	Adj_Close	Volume
3675	1185.500000	1187.558960	1159.369995	1173.020020	1173.020020	1400200
3676	1171.540039	1171.564941	1159.431030	1168.489990	1168.489990	1012400
3677	1174.900024	1178.989990	1162.880005	1173.310059	1173.310059	1269900
3678	1184.099976	1196.660034	1182.000000	1194.430054	1194.430054	1252500
3679	1195.319946	1201.349976	1185.709961	1200.489990	1200.489990	827900
3680	1207.479980	1216.300049	1200.500000	1205.920044	1205.920044	1017800
3681	1205.939941	1215.670044	1204.130005	1215.000000	1215.000000	950000
3682	1214.989990	1216.219971	1205.030029	1207.150024	1207.150024	907200
3683	1207.890015	1208.689941	1199.859985	1203.839966	1203.839966	860200
3684	1196.000000	1202.290039	1193.079956	1197.250000	1197.250000	865500

Test

	Open	High	Low	Close	Adj_Close	Volume
5990	430.404845	1079.505919	1163.756160	304.841692	1029.481734	4395577
5991	286.034495	225.689732	226.309919	239.363902	176.207008	14671620
5992	165.914694	144.143448	221.061744	189.808097	175.462499	11985850
5993	520.523515	535.731345	521.716358	190.641400	604.351172	6977739
5994	300.093876	339.401847	285.618627	264.094756	284.582299	9957898
5995	227.386309	565.268126	216.274740	450.975436	249.263588	14808867
5996	583.950668	1112.459258	113.971465	803.575205	567.018189	1285039
5997	251.101808	564.800129	540.224776	116.074842	61.399117	11606614
5998	252.495769	215.091491	51.394985	365.139969	555.341145	8305337
5999	1150.652951	1093.539224	1173.472036	1059.573948	1144.469496	1797192

Train

	Open	High	Low	Close	Adj_Close	Volume	# duplicates
Dataset does not contain duplicate rows.

Test

	Open	High	Low	Close	Adj_Close	Volume	# duplicates
Dataset does not contain duplicate rows.

Overview

Variables

Interactions

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Correlations

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